Powering Hidden Markov Model by Neural Network based Generative Models

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Powering Hidden Markov Model by Neural Network based Generative Models

13 October 2019

Antoine Honoré

Saikat Chatterjee

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Papers citing "Powering Hidden Markov Model by Neural Network based Generative Models"

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Title
Learning Multimodal Latent Dynamics for Human-Robot Interaction V. Prasad Lea Heitlinger Dorothea Koert R. Stock-Homburg Jan Peters Georgia Chalvatzaki 109 3 0 27 Nov 2023
Neural calibration of hidden inhomogeneous Markov chains -- Information decompression in life insurance Mark Kiermayer Christian Weiß 33 0 0 07 Jan 2022
On the Stochastic Stability of Deep Markov Models Ján Drgoňa Sayak Mukherjee Jiaxin Zhang Frank Liu M. Halappanavar BDL 51 7 0 08 Nov 2021
Constructing Neural Network-Based Models for Simulating Dynamical Systems Christian Møldrup Legaard Thomas Schranz G. Schweiger Ján Drgovna Basak Falay C. Gomes Alexandros Iosifidis M. Abkar P. Larsen PINN AI4CE 63 98 0 02 Nov 2021
Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability Anubhab Ghosh Antoine Honoré Dong Liu G. Henter Saikat Chatterjee 50 5 0 01 Jul 2021
Robust Classification using Hidden Markov Models and Mixtures of Normalizing Flows Anubhab Ghosh Antoine Honoré Dong Liu G. Henter Saikat Chatterjee BDL VLM 54 7 0 15 Feb 2021
Hidden Markov Models for sepsis detection in preterm infants Antoine Honoré Dong Liu David Forsberg Katherine Coste E. Herlenius Saikat Chatterjee Mikael Skoglund 36 5 0 30 Oct 2019